Computer-aided detection and prognosis of colorectal cancer on whole slide images using dual resolution deep learning.

Yan XuLiwen JiangWenjing ChenShuting HuangZhenyu Liu Jiangyu Zhang

Published in: Journal of cancer research and clinical oncology (2022)

We developed a weakly supervised resolution DL network to achieve precise identification and prognosis of CRC patients, which will assist doctors in diagnosis on histopathological images and stratify patients to select appropriate therapeutic schedule.

Keyphrases

deep learning
end stage renal disease
newly diagnosed
chronic kidney disease
ejection fraction
peritoneal dialysis
prognostic factors
convolutional neural network
single molecule
artificial intelligence
patient reported
bioinformatics analysis